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| Training Loss | Epoch | Step | Accuracy | F1 | F1 Class 0 | F1 Class 1 | F1 Class 2 | F1 Class 3 | F1 Class 4 | Validation Loss | Precision | Recall |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.6069 | 1.0 | 102 | 0.4706 | 0.3640 | 0.2857 | 0.0 | 0.0 | 0.24 | 0.6406 | 1.4170 | 0.4690 | 0.4706 |
| 1.4203 | 2.0 | 204 | 0.4706 | 0.3720 | 0.4444 | 0.0 | 0.0 | 0.0 | 0.6496 | 1.4936 | 0.3207 | 0.4706 |
| 1.2376 | 3.0 | 306 | 0.4314 | 0.3672 | 0.4935 | 0.0 | 0.0 | 0.0 | 0.6098 | 1.4866 | 0.3417 | 0.4314 |
| 1.011 | 4.0 | 408 | 0.5196 | 0.4408 | 0.5532 | 0.0 | 0.0 | 0.1905 | 0.6909 | 1.5160 | 0.4023 | 0.5196 |
| 0.9701 | 5.0 | 510 | 0.5 | 0.4395 | 0.5556 | 0.0 | 0.0 | 0.25 | 0.6667 | 1.7326 | 0.3972 | 0.5 |
| 0.8141 | 6.0 | 612 | 0.5490 | 0.4846 | 0.6190 | 0.0 | 0.125 | 0.2727 | 0.6964 | 2.2498 | 0.4802 | 0.5490 |
| 0.5545 | 7.0 | 714 | 0.5098 | 0.4677 | 0.5532 | 0.1176 | 0.1333 | 0.2609 | 0.6667 | 2.7445 | 0.4653 | 0.5098 |
| 0.4284 | 8.0 | 816 | 0.5294 | 0.5048 | 0.5333 | 0.2105 | 0.3158 | 0.2609 | 0.6939 | 2.7553 | 0.5024 | 0.5294 |
| 0.3441 | 9.0 | 918 | 0.5294 | 0.5118 | 0.5333 | 0.2 | 0.3810 | 0.2609 | 0.6947 | 2.7991 | 0.5085 | 0.5294 |
| 0.2863 | 10.0 | 1020 | 0.5294 | 0.5057 | 0.5333 | 0.1111 | 0.3810 | 0.2609 | 0.7010 | 2.8321 | 0.4993 | 0.5294 |